{"id":"W2254711200","doi":"10.2172/1126472","title":"Light Metals Permanent Mold Casting","year":2014,"lang":"en","type":"report","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"U.S. Department of Energy","keywords":"Casting; Materials science; Alloy; Metallurgy; Mold; Aluminium; Automotive industry; Alonizing; Sand casting; Composite material; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002631071,0.0004383426,0.0004360754,0.0006371338,0.0004728039,0.0004871055,0.0006467387,0.000389862,0.01186048],"category_scores_gemma":[0.0002893831,0.0002682953,0.0004763,0.0004396765,0.0003625771,0.0002737958,0.0005774884,0.0007195128,0.003545497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004047214,"about_ca_system_score_gemma":0.0005817885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001605141,"about_ca_topic_score_gemma":0.005619464,"domain_scores_codex":[0.9992694,0.00002014501,0.0000392999,0.0001393251,0.0004542748,0.00007743804],"domain_scores_gemma":[0.9997473,0.00003325095,0.00005050374,0.00007923319,0.00006909912,0.0000205051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001658295,0.0001321819,0.001606509,0.0005345853,0.00001513143,0.00037189,0.0002020643,0.001130947,0.8686098,0.001947348,0.003282381,0.1220014],"study_design_scores_gemma":[0.00002849266,0.0003661272,0.004400106,0.00004046744,0.0000327142,0.0004239142,0.00003779989,0.002603004,0.931511,0.0002724992,0.06026458,0.00001918596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6531926,0.003677654,0.1952645,0.0002428298,0.0006871942,0.001533491,0.003138674,0.007879381,0.1343838],"genre_scores_gemma":[0.7674952,0.001511857,0.1489404,0.0001398031,0.0000523861,0.0002571403,0.002297999,0.0007471205,0.07855811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01186048,"threshold_uncertainty_score":0.03967726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233116324641318,"score_gpt":0.231563009382664,"score_spread":0.2082513769185322,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}